<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated by YData! Visit us at https://ydata.ai"><meta name=author content="YData and the open source community."><meta name=generator content="YData Profiling vv4.12.1"><meta name=url content=https://github.com/ydataai/ydata-profiling><meta name=date content="2024-12-15 04:09:19.822249"><title>Online Retail Dataset Profile</title><style>
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(min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media 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var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;position:absolute;z-index:var(--bs-toast-zindex);width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0,-50px)}@media (prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 2)}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex:1050;--bs-backdrop-bg:#000;--bs-backdrop-opacity:0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header 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(min-width:576px){.modal{--bs-modal-margin:1.75rem;--bs-modal-box-shadow:var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width:300px}}@media (min-width:992px){.modal-lg,.modal-xl{--bs-modal-width:800px}}@media (min-width:1200px){.modal-xl{--bs-modal-width:1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-footer,.modal-fullscreen .modal-header{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media (max-width:575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-footer,.modal-fullscreen-sm-down .modal-header{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media (max-width:767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-footer,.modal-fullscreen-md-down .modal-header{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media (max-width:991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-footer,.modal-fullscreen-lg-down .modal-header{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media (max-width:1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-footer,.modal-fullscreen-xl-down .modal-header{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media (max-width:1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] 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var(--bs-tooltip-arrow-height))}.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow::before,.bs-tooltip-bottom .tooltip-arrow::before{bottom:-1px;border-width:0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-bottom-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow,.bs-tooltip-start .tooltip-arrow{right:calc(-1 * var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow::before,.bs-tooltip-start .tooltip-arrow::before{left:-1px;border-width:calc(var(--bs-tooltip-arrow-width) * .5) 0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-left-color:var(--bs-tooltip-bg)}.tooltip-inner{max-width:var(--bs-tooltip-max-width);padding:var(--bs-tooltip-padding-y) 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}</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-expand-lg bg-body-tertiary sticky-top"><div class=container-fluid><div class=navbar-header><a class="navbar-brand anchor" href=#top>Online Retail Dataset Profile</a></div><a class=navbar-toggler type=button data-bs-toggle=offcanvas data-bs-target=#navbar aria-controls=navbar aria-label="Toggle navigation"><span class=navbar-toggler-icon></span></a><div id=navbar class="offcanvas offcanvas-end" aria-labelledby=offcanvas-navbar-label><div class=offcanvas-header><h5 id=offcanvas-navbar-label class=offcanvas-title>Online Retail Dataset Profile</h5><a type=button class=btn-close data-bs-dismiss=offcanvas aria-label=Close></a></div><div class=offcanvas-body><ul class="navbar-nav navbar-nav-scroll justify-content-end flex-grow-1"><li class=nav-item><a class=nav-link href=#overview>Overview</a></li><li class=nav-item><a class=nav-link href=#variables-dropdown>Variables</a></li><li class=nav-item><a class=nav-link href=#interactions>Interactions</a></li><li class=nav-item><a class=nav-link href=#correlations_tab>Correlations</a></li><li class=nav-item><a class=nav-link href=#missing>Missing values</a></li><li class=nav-item><a class=nav-link href=#sample>Sample</a></li><li class=nav-item><a class=nav-link href=#duplicate>Duplicate rows</a></li></ul></div></div></div></nav><div class=content><div class=container><div id=overview class=section-header><h1 class=section-name>Overview</h1><p class="text-body-secondary text-end">Brought to you by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=ydataprofiling&utm_campaign=report">YData</a></p></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-overview-dataset_overview data-bs-toggle=tab data-bs-target=#tab-pane-overview-dataset_overview type=button role=tab aria-controls=tab-pane-overview-dataset_overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-overview-alerts data-bs-toggle=tab data-bs-target=#tab-pane-overview-alerts type=button role=tab aria-controls=tab-pane-overview-alerts aria-selected=false>Alerts <span class="badge text-bg-secondary align-text-top">13</span></button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-overview-reproduction data-bs-toggle=tab data-bs-target=#tab-pane-overview-reproduction type=button role=tab aria-controls=tab-pane-overview-reproduction aria-selected=false>Reproduction</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-overview-dataset_overview role=tabpanel aria-labelledby=tab-pane-overview-dataset_overview><div class="row item"><div class="row sub-item"><div class=col-sm-6><div class=table-responsive><p class="h4 item-header">Dataset statistics</p><table class="table table-striped"><tbody><tr><th>Number of variables</th><td style="white-space: nowrap;">13</td></tr><tr><th>Number of observations</th><td style="white-space: nowrap;">397884</td></tr><tr><th>Missing cells</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing cells (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Duplicate rows</th><td style="white-space: nowrap;">4835</td></tr><tr><th>Duplicate rows (%)</th><td style="white-space: nowrap;">1.2%</td></tr><tr><th>Total size in memory</th><td style="white-space: nowrap;">36.4 MiB</td></tr><tr><th>Average record size in memory</th><td style="white-space: nowrap;">96.0 B</td></tr></tbody></table></div></div><div class=col-sm-6><div class=table-responsive><p class="h4 item-header">Variable types</p><table class="table table-striped"><tbody><tr><th>Numeric</th><td style="white-space: nowrap;">8</td></tr><tr><th>Unsupported</th><td style="white-space: nowrap;">1</td></tr><tr><th>Text</th><td style="white-space: nowrap;">1</td></tr><tr><th>DateTime</th><td style="white-space: nowrap;">1</td></tr><tr><th>Categorical</th><td style="white-space: nowrap;">2</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-overview-alerts role=tabpanel aria-labelledby=tab-pane-overview-alerts><div class="row item"><div class=col-sm-12><table class="table table-striped"><p class="h4 item-header">Alerts</p><tr><td> Dataset has 4835 (1.2%) <a href=#duplicate>duplicate rows</a></td><td><span class="badge text-bg-secondary">Duplicates</span></td></tr><tr><td><a href=#pp_var_-8556467301889828751><code>Country</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-552055472827173191><code>InvoiceNo</code></a> is highly overall correlated with <code>Country</code> and <span data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Country, Month, Year">2 other fields</span></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-5271803133947906909><code>Month</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-1886541522198176155><code>Quantity</code></a> is highly overall correlated with <code>TotalAmount</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_8970954908958164785><code>TotalAmount</code></a> is highly overall correlated with <code>Quantity</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_6233414543733019496><code>Year</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-8556467301889828751><code>Country</code></a> is highly imbalanced (82.7%) </td><td><span class="badge text-bg-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_6233414543733019496><code>Year</code></a> is highly imbalanced (65.0%) </td><td><span class="badge text-bg-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_-1886541522198176155><code>Quantity</code></a> is highly skewed (γ1 = 409.8929717) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_-759172310242730444><code>UnitPrice</code></a> is highly skewed (γ1 = 204.0327268) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_8970954908958164785><code>TotalAmount</code></a> is highly skewed (γ1 = 451.4431818) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_3288392647762091080><code>StockCode</code></a> is an unsupported type, check if it needs cleaning or further analysis </td><td><span class="badge text-bg-warning">Unsupported</span></td></tr></table></div></div></div><div class="tab-pane fade " id=tab-pane-overview-reproduction role=tabpanel aria-labelledby=tab-pane-overview-reproduction><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class=table-responsive><p class="h4 item-header">Reproduction</p><table class="table table-striped"><tbody><tr><th>Analysis started</th><td style="white-space: nowrap;">2024-12-15 04:09:19.822249</td></tr><tr><th>Analysis finished</th><td style="white-space: nowrap;">2024-12-15 04:09:56.465704</td></tr><tr><th>Duration</th><td style="white-space: nowrap;">36.64 seconds</td></tr><tr><th>Software version</th><td style="white-space: nowrap;"><a href=https://github.com/ydataai/ydata-profiling>ydata-profiling vv4.12.1</a></td></tr><tr><th>Download configuration</th><td style="white-space: nowrap;"><a download=config.json 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id=variables-dropdown class=section-header><h1 class=section-name>Variables</h1></div><div class=section-items><select name=Variables id=variables-dropdown class=form-select><option value>Select Columns</option><option value=InvoiceNo> InvoiceNo </option><option value=StockCode> StockCode </option><option value=Description> Description </option><option value=Quantity> Quantity </option><option value=InvoiceDate> InvoiceDate </option><option value=UnitPrice> UnitPrice </option><option value=CustomerID> CustomerID </option><option value=Country> Country </option><option value=Hour> Hour </option><option value=Day> Day </option><option value=Month> Month </option><option value=Year> Year </option><option value=TotalAmount> TotalAmount </option></select><div class="row item"><div id=pp_var_-552055472827173191 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=InvoiceNo><a href=#pp_var_-552055472827173191>InvoiceNo</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 3 fields: Country, Month, Year">High correlation</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">18532</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">4.7%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">560616.93</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table 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" style="fill: none"/></g></g></g><defs><clippath id=p60c403bd59><rect x=67.69 y=10.8 width=425.51 height=149.980088 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div></div><div class="tab-pane fade " id=tab-pane--552055472827173191bottom--552055472827173191common_values role=tabpanel aria-labelledby=tab-pane--552055472827173191bottom--552055472827173191common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=576339> 576339 </td><td>542</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=579196> 579196 </td><td>533</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=580727> 580727 </td><td>529</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=578270> 578270 </td><td>442</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=573576> 573576 </td><td>435</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=567656> 567656 </td><td>421</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=567183> 567183 </td><td>399</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=575607> 575607 </td><td>377</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=571441> 571441 </td><td>364</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=570488> 570488 </td><td>353</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class=other><td title="Other values (18522)"> Other values (18522) </td><td>393489</td><td><div class=bar style=width:100.0%> 98.9% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--552055472827173191bottom--552055472827173191extreme_values role=tabpanel aria-labelledby=tab-pane--552055472827173191bottom--552055472827173191extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--552055472827173191extreme_values--552055472827173191firstn data-bs-toggle=tab data-bs-target=#tab-pane--552055472827173191extreme_values--552055472827173191firstn type=button role=tab aria-controls=tab-pane--552055472827173191extreme_values--552055472827173191firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--552055472827173191extreme_values--552055472827173191lastn data-bs-toggle=tab data-bs-target=#tab-pane--552055472827173191extreme_values--552055472827173191lastn type=button role=tab aria-controls=tab-pane--552055472827173191extreme_values--552055472827173191lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--552055472827173191extreme_values--552055472827173191firstn role=tabpanel aria-labelledby=tab-pane--552055472827173191extreme_values--552055472827173191firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=536365> 536365 </td><td>7</td><td><div class=bar style=width:35.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536366> 536366 </td><td>2</td><td><div class=bar style=width:10.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536367> 536367 </td><td>12</td><td><div class=bar style=width:60.0%>< 0.1% </div></td></tr><tr class><td title=536368> 536368 </td><td>4</td><td><div class=bar style=width:20.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536369> 536369 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536370> 536370 </td><td>20</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=536371> 536371 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536372> 536372 </td><td>2</td><td><div class=bar style=width:10.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536373> 536373 </td><td>16</td><td><div class=bar style=width:80.0%>< 0.1% </div></td></tr><tr class><td title=536374> 536374 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--552055472827173191extreme_values--552055472827173191lastn role=tabpanel aria-labelledby=tab-pane--552055472827173191extreme_values--552055472827173191lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=581587> 581587 </td><td>15</td><td><div class=bar style=width:39.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581586> 581586 </td><td>4</td><td><div class=bar style=width:10.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581585> 581585 </td><td>21</td><td><div class=bar style=width:55.3%>< 0.1% </div></td></tr><tr class><td title=581584> 581584 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581583> 581583 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581582> 581582 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581581> 581581 </td><td>3</td><td><div class=bar style=width:7.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581580> 581580 </td><td>24</td><td><div class=bar style=width:63.2%>< 0.1% </div></td></tr><tr class><td title=581579> 581579 </td><td>30</td><td><div class=bar style=width:78.9%>< 0.1% </div></td></tr><tr class><td title=581578> 581578 </td><td>38</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_3288392647762091080 class="variable ignore"><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=StockCode><a href=#pp_var_3288392647762091080>StockCode</a><br><span class="fs-6 text-body-secondary">Unsupported</span></p><p><span class="badge text-bg-danger">Rejected</span>&nbsp <span class="badge text-bg-warning">Unsupported</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6></div></div></div></div><div class="row item"><div id=pp_var_383426014612488462 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Description><a href=#pp_var_383426014612488462>Description</a><br><span class="fs-6 text-body-secondary">Text</span></p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">3877</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">1.0%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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" id=image48cbf6d906 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p652682eb74><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom-383426014612488462, #minifreqtable383426014612488462" aria-expanded=true aria-controls="#bottom-383426014612488462, #minifreqtable383426014612488462"> More details </button></div><div id=bottom-383426014612488462 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-383426014612488462bottom-383426014612488462overview data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462bottom-383426014612488462overview type=button role=tab aria-controls=tab-pane-383426014612488462bottom-383426014612488462overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-383426014612488462bottom-383426014612488462word data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462bottom-383426014612488462word type=button role=tab aria-controls=tab-pane-383426014612488462bottom-383426014612488462word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-383426014612488462bottom-383426014612488462characters data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462bottom-383426014612488462characters type=button role=tab aria-controls=tab-pane-383426014612488462bottom-383426014612488462characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-383426014612488462bottom-383426014612488462overview role=tabpanel aria-labelledby=tab-pane-383426014612488462bottom-383426014612488462overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">35</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">28</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">26.677454</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">6</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">10614532</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">68</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">213 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.1%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">WHITE HANGING HEART T-LIGHT HOLDER</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">WHITE METAL LANTERN</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">CREAM CUPID HEARTS COAT HANGER</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">KNITTED UNION FLAG HOT WATER BOTTLE</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">RED WOOLLY HOTTIE WHITE HEART.</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-383426014612488462bottom-383426014612488462word role=tabpanel aria-labelledby=tab-pane-383426014612488462bottom-383426014612488462word><div class="row item"><div class="row sub-item"><div class=col-sm-6><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=of> of </td><td>40804</td><td><div class=bar style=width:2.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=set> set </td><td>40719</td><td><div class=bar style=width:2.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=bag> bag </td><td>37774</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.2% </td></tr><tr class><td title=red> red </td><td>31813</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.8% </td></tr><tr class><td title=heart> heart </td><td>29307</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=retrospot> retrospot </td><td>26336</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.5% </td></tr><tr class><td title=vintage> vintage </td><td>25579</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.5% </td></tr><tr class><td title=design> design </td><td>23519</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=pink> pink </td><td>20142</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.2% </td></tr><tr class><td title=christmas> christmas </td><td>19057</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (2179)"> Other values (2179) </td><td>1453890</td><td><div class=bar style=width:100.0%> 83.1% </div></td></tr></tbody></table></div></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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" id=imagefe91666f91 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p42c186e1e2><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div></div></div><div class="tab-pane fade " id=tab-pane-383426014612488462bottom-383426014612488462characters role=tabpanel aria-labelledby=tab-pane-383426014612488462bottom-383426014612488462characters><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-383426014612488462unicode-383426014612488462characters data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462unicode-383426014612488462characters type=button role=tab aria-controls=tab-pane-383426014612488462unicode-383426014612488462characters aria-selected=true>Characters</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-383426014612488462unicode-383426014612488462categories data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462unicode-383426014612488462categories type=button role=tab aria-controls=tab-pane-383426014612488462unicode-383426014612488462categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-383426014612488462unicode-383426014612488462scripts data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462unicode-383426014612488462scripts type=button role=tab aria-controls=tab-pane-383426014612488462unicode-383426014612488462scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-383426014612488462unicode-383426014612488462blocks data-bs-toggle=tab data-bs-target=#tab-pane-383426014612488462unicode-383426014612488462blocks type=button role=tab aria-controls=tab-pane-383426014612488462unicode-383426014612488462blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-383426014612488462unicode-383426014612488462characters role=tabpanel aria-labelledby=tab-pane-383426014612488462unicode-383426014612488462characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane-383426014612488462unicode-383426014612488462categories role=tabpanel aria-labelledby=tab-pane-383426014612488462unicode-383426014612488462categories><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring categories</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>10614532</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per category</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-383426014612488462unicode-383426014612488462scripts role=tabpanel aria-labelledby=tab-pane-383426014612488462unicode-383426014612488462scripts><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring scripts</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>10614532</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per script</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-383426014612488462unicode-383426014612488462blocks role=tabpanel aria-labelledby=tab-pane-383426014612488462unicode-383426014612488462blocks><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring blocks</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>10614532</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per block</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-1886541522198176155 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" 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" style="fill: none"/></g></g></g><defs><clippath id=pbd2708745b><rect x=73.99 y=10.8 width=419.21 height=154.43486 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div></div><div class="tab-pane fade " id=tab-pane--1886541522198176155bottom--1886541522198176155common_values role=tabpanel aria-labelledby=tab-pane--1886541522198176155bottom--1886541522198176155common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>73301</td><td><div class=bar style=width:100.0%> 18.4% </div></td></tr><tr class><td title=12> 12 </td><td>60031</td><td><div class=bar style=width:81.9%> 15.1% </div></td></tr><tr class><td title=2> 2 </td><td>57999</td><td><div class=bar style=width:79.1%> 14.6% </div></td></tr><tr class><td title=6> 6 </td><td>37688</td><td><div class=bar style=width:51.4%> 9.5% </div></td></tr><tr class><td title=4> 4 </td><td>32180</td><td><div class=bar style=width:43.9%> 8.1% </div></td></tr><tr class><td title=3> 3 </td><td>26948</td><td><div class=bar style=width:36.8%> &nbsp; </div> 6.8% </td></tr><tr class><td title=24> 24 </td><td>23748</td><td><div class=bar style=width:32.4%> &nbsp; </div> 6.0% </td></tr><tr class><td title=10> 10 </td><td>21212</td><td><div class=bar style=width:28.9%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>11644</td><td><div class=bar style=width:15.9%> &nbsp; </div> 2.9% </td></tr><tr class><td title=5> 5 </td><td>8148</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.0% </td></tr><tr class=other><td title="Other values (291)"> Other values (291) </td><td>44985</td><td><div class=bar style=width:61.4%> 11.3% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--1886541522198176155bottom--1886541522198176155extreme_values role=tabpanel aria-labelledby=tab-pane--1886541522198176155bottom--1886541522198176155extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--1886541522198176155extreme_values--1886541522198176155firstn data-bs-toggle=tab data-bs-target=#tab-pane--1886541522198176155extreme_values--1886541522198176155firstn type=button role=tab aria-controls=tab-pane--1886541522198176155extreme_values--1886541522198176155firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1886541522198176155extreme_values--1886541522198176155lastn data-bs-toggle=tab data-bs-target=#tab-pane--1886541522198176155extreme_values--1886541522198176155lastn type=button role=tab aria-controls=tab-pane--1886541522198176155extreme_values--1886541522198176155lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--1886541522198176155extreme_values--1886541522198176155firstn role=tabpanel aria-labelledby=tab-pane--1886541522198176155extreme_values--1886541522198176155firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>73301</td><td><div class=bar style=width:100.0%> 18.4% </div></td></tr><tr class><td title=2> 2 </td><td>57999</td><td><div class=bar style=width:79.1%> 14.6% </div></td></tr><tr class><td title=3> 3 </td><td>26948</td><td><div class=bar style=width:36.8%> &nbsp; </div> 6.8% </td></tr><tr class><td title=4> 4 </td><td>32180</td><td><div class=bar style=width:43.9%> 8.1% </div></td></tr><tr class><td title=5> 5 </td><td>8148</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.0% </td></tr><tr class><td title=6> 6 </td><td>37688</td><td><div class=bar style=width:51.4%> 9.5% </div></td></tr><tr class><td title=7> 7 </td><td>1299</td><td><div class=bar style=width:1.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=8> 8 </td><td>11644</td><td><div class=bar style=width:15.9%> &nbsp; </div> 2.9% </td></tr><tr class><td title=9> 9 </td><td>1170</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.3% </td></tr><tr class><td title=10> 10 </td><td>21212</td><td><div class=bar style=width:28.9%> &nbsp; </div> 5.3% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--1886541522198176155extreme_values--1886541522198176155lastn role=tabpanel aria-labelledby=tab-pane--1886541522198176155extreme_values--1886541522198176155lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=80995> 80995 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=74215> 74215 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4800> 4800 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4300> 4300 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3906> 3906 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3186> 3186 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3114> 3114 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=3000> 3000 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2880> 2880 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=2700> 2700 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-4659858245445157393 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=InvoiceDate><a href=#pp_var_-4659858245445157393>InvoiceDate</a><br><span class="fs-6 text-body-secondary">Date</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">17282</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">4.3%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">2010-12-01 08:26:00</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">2011-12-09 12:50:00</td></tr><tr><th>Invalid dates</th><td style="white-space: nowrap;">0</td></tr><tr><th>Invalid dates (%)</th><td style="white-space: nowrap;">0.0%</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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</div> 6.5% </td></tr><tr class><td title=0.42> 0.42 </td><td>21812</td><td><div class=bar style=width:13.7%> &nbsp; </div> 5.5% </td></tr><tr class><td title=4.95> 4.95 </td><td>18122</td><td><div class=bar style=width:11.4%> &nbsp; </div> 4.6% </td></tr><tr class><td title=3.75> 3.75 </td><td>17676</td><td><div class=bar style=width:11.1%> &nbsp; </div> 4.4% </td></tr><tr class><td title=2.1> 2.1 </td><td>17190</td><td><div class=bar style=width:10.8%> &nbsp; </div> 4.3% </td></tr><tr class><td title=2.08> 2.08 </td><td>15745</td><td><div class=bar style=width:9.9%> &nbsp; </div> 4.0% </td></tr><tr class><td title=1.95> 1.95 </td><td>12677</td><td><div class=bar style=width:8.0%> &nbsp; </div> 3.2% </td></tr><tr class=other><td title="Other values (430)"> Other values (430) </td><td>159457</td><td><div class=bar style=width:100.0%> 40.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--759172310242730444bottom--759172310242730444extreme_values role=tabpanel aria-labelledby=tab-pane--759172310242730444bottom--759172310242730444extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--759172310242730444extreme_values--759172310242730444firstn data-bs-toggle=tab data-bs-target=#tab-pane--759172310242730444extreme_values--759172310242730444firstn type=button role=tab aria-controls=tab-pane--759172310242730444extreme_values--759172310242730444firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--759172310242730444extreme_values--759172310242730444lastn data-bs-toggle=tab data-bs-target=#tab-pane--759172310242730444extreme_values--759172310242730444lastn type=button role=tab aria-controls=tab-pane--759172310242730444extreme_values--759172310242730444lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--759172310242730444extreme_values--759172310242730444firstn role=tabpanel aria-labelledby=tab-pane--759172310242730444extreme_values--759172310242730444firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0.001> 0.001 </td><td>4</td><td><div class=bar style=width:0.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.04> 0.04 </td><td>66</td><td><div class=bar style=width:10.4%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.06> 0.06 </td><td>112</td><td><div class=bar style=width:17.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.07> 0.07 </td><td>7</td><td><div class=bar style=width:1.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.08> 0.08 </td><td>55</td><td><div class=bar style=width:8.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.09> 0.09 </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.1> 0.1 </td><td>53</td><td><div class=bar style=width:8.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.12> 0.12 </td><td>635</td><td><div class=bar style=width:100.0%> 0.2% </div></td></tr><tr class><td title=0.14> 0.14 </td><td>87</td><td><div class=bar style=width:13.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.16> 0.16 </td><td>45</td><td><div class=bar style=width:7.1%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--759172310242730444extreme_values--759172310242730444lastn role=tabpanel aria-labelledby=tab-pane--759172310242730444extreme_values--759172310242730444lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8142.75> 8142.75 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4161.06> 4161.06 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=3949.32> 3949.32 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3155.95> 3155.95 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2500> 2500 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2382.92> 2382.92 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2118.74> 2118.74 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2053.07> 2053.07 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2033.1> 2033.1 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=1867.86> 1867.86 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-8634550609531693431 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=CustomerID><a href=#pp_var_-8634550609531693431>CustomerID</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">4338</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">1.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">15294.423</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">12346</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">18287</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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" style="fill: none"/></g></g></g><defs><clippath id=pa436ab5a46><rect x=67.69 y=10.8 width=425.51 height=154.371221 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div></div><div class="tab-pane fade " id=tab-pane--8634550609531693431bottom--8634550609531693431common_values role=tabpanel aria-labelledby=tab-pane--8634550609531693431bottom--8634550609531693431common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=17841> 17841 </td><td>7847</td><td><div class=bar style=width:2.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=14911> 14911 </td><td>5675</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.4% </td></tr><tr class><td title=14096> 14096 </td><td>5111</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.3% </td></tr><tr class><td title=12748> 12748 </td><td>4595</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.2% </td></tr><tr class><td title=14606> 14606 </td><td>2700</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.7% </td></tr><tr class><td title=15311> 15311 </td><td>2379</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=14646> 14646 </td><td>2076</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=13089> 13089 </td><td>1818</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=13263> 13263 </td><td>1677</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class><td title=14298> 14298 </td><td>1637</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class=other><td title="Other values (4328)"> Other values (4328) </td><td>362369</td><td><div class=bar style=width:100.0%> 91.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--8634550609531693431bottom--8634550609531693431extreme_values role=tabpanel aria-labelledby=tab-pane--8634550609531693431bottom--8634550609531693431extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--8634550609531693431extreme_values--8634550609531693431firstn data-bs-toggle=tab data-bs-target=#tab-pane--8634550609531693431extreme_values--8634550609531693431firstn type=button role=tab aria-controls=tab-pane--8634550609531693431extreme_values--8634550609531693431firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8634550609531693431extreme_values--8634550609531693431lastn data-bs-toggle=tab data-bs-target=#tab-pane--8634550609531693431extreme_values--8634550609531693431lastn type=button role=tab aria-controls=tab-pane--8634550609531693431extreme_values--8634550609531693431lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--8634550609531693431extreme_values--8634550609531693431firstn role=tabpanel aria-labelledby=tab-pane--8634550609531693431extreme_values--8634550609531693431firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=12346> 12346 </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12347> 12347 </td><td>182</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=12348> 12348 </td><td>31</td><td><div class=bar style=width:17.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12349> 12349 </td><td>73</td><td><div class=bar style=width:40.1%>< 0.1% </div></td></tr><tr class><td title=12350> 12350 </td><td>17</td><td><div class=bar style=width:9.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12352> 12352 </td><td>85</td><td><div class=bar style=width:46.7%>< 0.1% </div></td></tr><tr class><td title=12353> 12353 </td><td>4</td><td><div class=bar style=width:2.2%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12354> 12354 </td><td>58</td><td><div class=bar style=width:31.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12355> 12355 </td><td>13</td><td><div class=bar style=width:7.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12356> 12356 </td><td>59</td><td><div class=bar style=width:32.4%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--8634550609531693431extreme_values--8634550609531693431lastn role=tabpanel aria-labelledby=tab-pane--8634550609531693431extreme_values--8634550609531693431lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=18287> 18287 </td><td>70</td><td><div class=bar style=width:9.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18283> 18283 </td><td>756</td><td><div class=bar style=width:100.0%> 0.2% </div></td></tr><tr class><td title=18282> 18282 </td><td>12</td><td><div class=bar style=width:1.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18281> 18281 </td><td>7</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18280> 18280 </td><td>10</td><td><div class=bar style=width:1.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18278> 18278 </td><td>9</td><td><div class=bar style=width:1.2%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18277> 18277 </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18276> 18276 </td><td>14</td><td><div class=bar style=width:1.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18274> 18274 </td><td>11</td><td><div class=bar style=width:1.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18273> 18273 </td><td>3</td><td><div class=bar style=width:0.4%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-8556467301889828751 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Country><a href=#pp_var_-8556467301889828751>Country</a><br><span class="fs-6 text-body-secondary">Categorical</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp <span class="badge text-bg-primary">Imbalance</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">37</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><div class=row id=minifreqtable><div class=table-responsive><table class="mini freq table-0"><tr class><th width=10%> United Kingdom </th><td width=10%><div class=bar style=width:100.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> 354321&nbsp; </div></td></tr><tr class><th width=10%> Germany </th><td width=10%><div class=bar style=width:2.6% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 9040 </td></tr><tr class><th width=10%> France </th><td width=10%><div class=bar style=width:2.4% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 8341 </td></tr><tr class><th width=10%> EIRE </th><td width=10%><div class=bar style=width:2.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 7236 </td></tr><tr class><th width=10%> Spain </th><td width=10%><div class=bar style=width:0.7% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 2484 </td></tr><tr class=other><th width=10%> Other values (32) </th><td width=10%><div class=bar style=width:4.6% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 16462 </td></tr></table></div></div></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom--8556467301889828751, #minifreqtable-8556467301889828751" aria-expanded=true aria-controls="#bottom--8556467301889828751, #minifreqtable-8556467301889828751"> More details </button></div><div id=bottom--8556467301889828751 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--8556467301889828751bottom--8556467301889828751overview data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751bottom--8556467301889828751overview type=button role=tab aria-controls=tab-pane--8556467301889828751bottom--8556467301889828751overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751bottom--8556467301889828751string data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751bottom--8556467301889828751string type=button role=tab aria-controls=tab-pane--8556467301889828751bottom--8556467301889828751string aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751bottom--8556467301889828751word data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751bottom--8556467301889828751word type=button role=tab aria-controls=tab-pane--8556467301889828751bottom--8556467301889828751word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751bottom--8556467301889828751characters data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751bottom--8556467301889828751characters type=button role=tab aria-controls=tab-pane--8556467301889828751bottom--8556467301889828751characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--8556467301889828751bottom--8556467301889828751overview role=tabpanel aria-labelledby=tab-pane--8556467301889828751bottom--8556467301889828751overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">20</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">14</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">13.204638</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">3</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">5253914</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">40</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">0 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.0%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">United Kingdom</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--8556467301889828751bottom--8556467301889828751string role=tabpanel aria-labelledby=tab-pane--8556467301889828751bottom--8556467301889828751string><div class="row item"><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Common Values</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="United Kingdom"> United Kingdom </td><td>354321</td><td><div class=bar style=width:100.0%> 89.1% </div></td></tr><tr class><td title=Germany> Germany </td><td>9040</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.3% </td></tr><tr class><td title=France> France </td><td>8341</td><td><div class=bar style=width:2.4%> &nbsp; </div> 2.1% </td></tr><tr class><td title=EIRE> EIRE </td><td>7236</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.8% </td></tr><tr class><td title=Spain> Spain </td><td>2484</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Netherlands> Netherlands </td><td>2359</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Belgium> Belgium </td><td>2031</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=Switzerland> Switzerland </td><td>1841</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=Portugal> Portugal </td><td>1462</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class><td title=Australia> Australia </td><td>1182</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.3% </td></tr><tr class=other><td title="Other values (27)"> Other values (27) </td><td>7587</td><td><div class=bar style=width:2.1%> &nbsp; </div> 1.9% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE 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style=width:2.6%> &nbsp; </div> 1.2% </td></tr><tr class><td title=france> france </td><td>8341</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.1% </td></tr><tr class><td title=eire> eire </td><td>7236</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.0% </td></tr><tr class><td title=spain> spain </td><td>2484</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.3% </td></tr><tr class><td title=netherlands> netherlands </td><td>2359</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.3% </td></tr><tr class><td title=belgium> belgium </td><td>2031</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.3% </td></tr><tr class><td title=switzerland> switzerland </td><td>1841</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.2% </td></tr><tr class><td title=portugal> portugal </td><td>1462</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (33)"> Other values (33) </td><td>9679</td><td><div class=bar style=width:2.7%> &nbsp; </div> 1.3% </td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--8556467301889828751bottom--8556467301889828751characters role=tabpanel aria-labelledby=tab-pane--8556467301889828751bottom--8556467301889828751characters><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--8556467301889828751unicode--8556467301889828751characters data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751unicode--8556467301889828751characters type=button role=tab aria-controls=tab-pane--8556467301889828751unicode--8556467301889828751characters aria-selected=true>Characters</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751unicode--8556467301889828751categories data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751unicode--8556467301889828751categories type=button role=tab aria-controls=tab-pane--8556467301889828751unicode--8556467301889828751categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751unicode--8556467301889828751scripts data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751unicode--8556467301889828751scripts type=button role=tab aria-controls=tab-pane--8556467301889828751unicode--8556467301889828751scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--8556467301889828751unicode--8556467301889828751blocks data-bs-toggle=tab data-bs-target=#tab-pane--8556467301889828751unicode--8556467301889828751blocks type=button role=tab aria-controls=tab-pane--8556467301889828751unicode--8556467301889828751blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--8556467301889828751unicode--8556467301889828751characters role=tabpanel aria-labelledby=tab-pane--8556467301889828751unicode--8556467301889828751characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane--8556467301889828751unicode--8556467301889828751categories role=tabpanel aria-labelledby=tab-pane--8556467301889828751unicode--8556467301889828751categories><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring categories</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>5253914</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per category</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--8556467301889828751unicode--8556467301889828751scripts role=tabpanel aria-labelledby=tab-pane--8556467301889828751unicode--8556467301889828751scripts><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring scripts</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>5253914</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per script</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--8556467301889828751unicode--8556467301889828751blocks role=tabpanel aria-labelledby=tab-pane--8556467301889828751unicode--8556467301889828751blocks><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring blocks</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(unknown)> (unknown) </td><td>5253914</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per block</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>(unknown)</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-6986893780254746216 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Hour><a href=#pp_var_-6986893780254746216>Hour</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">15</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">12.728202</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">6</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">20</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">4.6 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml 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</div> 6.1% </td></tr><tr class><td title=9> 9 </td><td>21944</td><td><div class=bar style=width:30.5%> &nbsp; </div> 5.5% </td></tr><tr class><td title=17> 17 </td><td>13071</td><td><div class=bar style=width:18.1%> &nbsp; </div> 3.3% </td></tr><tr class><td title=8> 8 </td><td>8690</td><td><div class=bar style=width:12.1%> &nbsp; </div> 2.2% </td></tr><tr class=other><td title="Other values (5)"> Other values (5) </td><td>7431</td><td><div class=bar style=width:10.3%> &nbsp; </div> 1.9% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--6986893780254746216bottom--6986893780254746216extreme_values role=tabpanel aria-labelledby=tab-pane--6986893780254746216bottom--6986893780254746216extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--6986893780254746216extreme_values--6986893780254746216firstn data-bs-toggle=tab data-bs-target=#tab-pane--6986893780254746216extreme_values--6986893780254746216firstn type=button role=tab aria-controls=tab-pane--6986893780254746216extreme_values--6986893780254746216firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--6986893780254746216extreme_values--6986893780254746216lastn data-bs-toggle=tab data-bs-target=#tab-pane--6986893780254746216extreme_values--6986893780254746216lastn type=button role=tab aria-controls=tab-pane--6986893780254746216extreme_values--6986893780254746216lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--6986893780254746216extreme_values--6986893780254746216firstn role=tabpanel aria-labelledby=tab-pane--6986893780254746216extreme_values--6986893780254746216firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=6> 6 </td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=7> 7 </td><td>379</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.1% </td></tr><tr class><td title=8> 8 </td><td>8690</td><td><div class=bar style=width:12.1%> &nbsp; </div> 2.2% </td></tr><tr class><td title=9> 9 </td><td>21944</td><td><div class=bar style=width:30.5%> &nbsp; </div> 5.5% </td></tr><tr class><td title=10> 10 </td><td>37997</td><td><div class=bar style=width:52.7%> 9.5% </div></td></tr><tr class><td title=11> 11 </td><td>49084</td><td><div class=bar style=width:68.1%> 12.3% </div></td></tr><tr class><td title=12> 12 </td><td>72065</td><td><div class=bar style=width:100.0%> 18.1% </div></td></tr><tr class><td title=13> 13 </td><td>64026</td><td><div class=bar style=width:88.8%> 16.1% </div></td></tr><tr class><td title=14> 14 </td><td>54118</td><td><div class=bar style=width:75.1%> 13.6% </div></td></tr><tr class><td title=15> 15 </td><td>45369</td><td><div class=bar style=width:63.0%> 11.4% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--6986893780254746216extreme_values--6986893780254746216lastn role=tabpanel aria-labelledby=tab-pane--6986893780254746216extreme_values--6986893780254746216lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=20> 20 </td><td>802</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.2% </td></tr><tr class><td title=19> 19 </td><td>3321</td><td><div class=bar style=width:4.6%> &nbsp; </div> 0.8% </td></tr><tr class><td title=18> 18 </td><td>2928</td><td><div class=bar style=width:4.1%> &nbsp; </div> 0.7% </td></tr><tr class><td title=17> 17 </td><td>13071</td><td><div class=bar style=width:18.1%> &nbsp; </div> 3.3% </td></tr><tr class><td title=16> 16 </td><td>24089</td><td><div class=bar style=width:33.4%> &nbsp; </div> 6.1% </td></tr><tr class><td title=15> 15 </td><td>45369</td><td><div class=bar style=width:63.0%> 11.4% </div></td></tr><tr class><td title=14> 14 </td><td>54118</td><td><div class=bar style=width:75.1%> 13.6% </div></td></tr><tr class><td title=13> 13 </td><td>64026</td><td><div class=bar style=width:88.8%> 16.1% </div></td></tr><tr class><td title=12> 12 </td><td>72065</td><td><div class=bar style=width:100.0%> 18.1% </div></td></tr><tr class><td title=11> 11 </td><td>49084</td><td><div class=bar style=width:68.1%> 12.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-2362238782403497127 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Day><a href=#pp_var_-2362238782403497127>Day</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">31</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">15.042186</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">1</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">31</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">4.6 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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class><td title=7> 7 </td><td>15601</td><td><div class=bar style=width:6.4%> &nbsp; </div> 3.9% </td></tr><tr class><td title=17> 17 </td><td>14912</td><td><div class=bar style=width:6.1%> &nbsp; </div> 3.7% </td></tr><tr class><td title=4> 4 </td><td>14880</td><td><div class=bar style=width:6.1%> &nbsp; </div> 3.7% </td></tr><tr class><td title=20> 20 </td><td>14667</td><td><div class=bar style=width:6.0%> &nbsp; </div> 3.7% </td></tr><tr class><td title=23> 23 </td><td>14290</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class><td title=13> 13 </td><td>14172</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class><td title=14> 14 </td><td>14165</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class=other><td title="Other values (21)"> Other values (21) </td><td>244588</td><td><div class=bar style=width:100.0%> 61.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2362238782403497127bottom--2362238782403497127extreme_values role=tabpanel aria-labelledby=tab-pane--2362238782403497127bottom--2362238782403497127extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--2362238782403497127extreme_values--2362238782403497127firstn data-bs-toggle=tab data-bs-target=#tab-pane--2362238782403497127extreme_values--2362238782403497127firstn type=button role=tab aria-controls=tab-pane--2362238782403497127extreme_values--2362238782403497127firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--2362238782403497127extreme_values--2362238782403497127lastn data-bs-toggle=tab data-bs-target=#tab-pane--2362238782403497127extreme_values--2362238782403497127lastn type=button role=tab aria-controls=tab-pane--2362238782403497127extreme_values--2362238782403497127lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--2362238782403497127extreme_values--2362238782403497127firstn role=tabpanel aria-labelledby=tab-pane--2362238782403497127extreme_values--2362238782403497127firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>13629</td><td><div class=bar style=width:74.3%> 3.4% </div></td></tr><tr class><td title=2> 2 </td><td>12101</td><td><div class=bar style=width:66.0%> 3.0% </div></td></tr><tr class><td title=3> 3 </td><td>10875</td><td><div class=bar style=width:59.3%> 2.7% </div></td></tr><tr class><td title=4> 4 </td><td>14880</td><td><div class=bar style=width:81.1%> 3.7% </div></td></tr><tr class><td title=5> 5 </td><td>16409</td><td><div class=bar style=width:89.4%> 4.1% </div></td></tr><tr class><td title=6> 6 </td><td>18346</td><td><div class=bar style=width:100.0%> 4.6% </div></td></tr><tr class><td title=7> 7 </td><td>15601</td><td><div class=bar style=width:85.0%> 3.9% </div></td></tr><tr class><td title=8> 8 </td><td>15854</td><td><div class=bar style=width:86.4%> 4.0% </div></td></tr><tr class><td title=9> 9 </td><td>12947</td><td><div class=bar style=width:70.6%> 3.3% </div></td></tr><tr class><td title=10> 10 </td><td>14072</td><td><div class=bar style=width:76.7%> 3.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2362238782403497127extreme_values--2362238782403497127lastn role=tabpanel aria-labelledby=tab-pane--2362238782403497127extreme_values--2362238782403497127lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=31> 31 </td><td>6770</td><td><div class=bar style=width:47.4%> 1.7% </div></td></tr><tr class><td title=30> 30 </td><td>10034</td><td><div class=bar style=width:70.2%> 2.5% </div></td></tr><tr class><td title=29> 29 </td><td>8137</td><td><div class=bar style=width:56.9%> 2.0% </div></td></tr><tr class><td title=28> 28 </td><td>13509</td><td><div class=bar style=width:94.5%> 3.4% </div></td></tr><tr class><td title=27> 27 </td><td>12432</td><td><div class=bar style=width:87.0%> 3.1% </div></td></tr><tr class><td title=26> 26 </td><td>8710</td><td><div class=bar style=width:61.0%> 2.2% </div></td></tr><tr class><td title=25> 25 </td><td>12008</td><td><div class=bar style=width:84.0%> 3.0% </div></td></tr><tr class><td title=24> 24 </td><td>12086</td><td><div class=bar style=width:84.6%> 3.0% </div></td></tr><tr class><td title=23> 23 </td><td>14290</td><td><div class=bar style=width:100.0%> 3.6% </div></td></tr><tr class><td title=22> 22 </td><td>12403</td><td><div class=bar style=width:86.8%> 3.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-5271803133947906909 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Month><a href=#pp_var_-5271803133947906909>Month</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">12</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 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" clip-path=url(#pd3c323e1f5) style="fill: #0d6efd; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_15><path d="M 67.69 178.599179 
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" style="fill: none"/></g></g></g><defs><clippath id=pd3c323e1f5><rect x=67.69 y=10.8 width=425.51 height=167.799179 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=12) </div></div></div><div class="tab-pane fade " id=tab-pane--5271803133947906909bottom--5271803133947906909common_values role=tabpanel aria-labelledby=tab-pane--5271803133947906909bottom--5271803133947906909common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=11> 11 </td><td>64531</td><td><div class=bar style=width:100.0%> 16.2% </div></td></tr><tr class><td title=10> 10 </td><td>49554</td><td><div class=bar style=width:76.8%> 12.5% </div></td></tr><tr class><td title=12> 12 </td><td>43461</td><td><div class=bar style=width:67.3%> 10.9% </div></td></tr><tr class><td title=9> 9 </td><td>40028</td><td><div class=bar style=width:62.0%> 10.1% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:43.9%> 7.1% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:41.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:41.6%> 6.7% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:35.1%> &nbsp; </div> 5.7% </td></tr><tr class=other><td title="Other values (2)"> Other values (2) </td><td>41156</td><td><div class=bar style=width:63.8%> 10.3% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--5271803133947906909bottom--5271803133947906909extreme_values role=tabpanel aria-labelledby=tab-pane--5271803133947906909bottom--5271803133947906909extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--5271803133947906909extreme_values--5271803133947906909firstn data-bs-toggle=tab data-bs-target=#tab-pane--5271803133947906909extreme_values--5271803133947906909firstn type=button role=tab aria-controls=tab-pane--5271803133947906909extreme_values--5271803133947906909firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--5271803133947906909extreme_values--5271803133947906909lastn data-bs-toggle=tab data-bs-target=#tab-pane--5271803133947906909extreme_values--5271803133947906909lastn type=button role=tab aria-controls=tab-pane--5271803133947906909extreme_values--5271803133947906909lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--5271803133947906909extreme_values--5271803133947906909firstn role=tabpanel aria-labelledby=tab-pane--5271803133947906909extreme_values--5271803133947906909firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>21229</td><td><div class=bar style=width:42.8%> 5.3% </div></td></tr><tr class><td title=2> 2 </td><td>19927</td><td><div class=bar style=width:40.2%> 5.0% </div></td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:54.8%> 6.8% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:45.7%> 5.7% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:57.1%> 7.1% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:54.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:54.1%> 6.7% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:54.5%> 6.8% </div></td></tr><tr class><td title=9> 9 </td><td>40028</td><td><div class=bar style=width:80.8%> 10.1% </div></td></tr><tr class><td title=10> 10 </td><td>49554</td><td><div class=bar style=width:100.0%> 12.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--5271803133947906909extreme_values--5271803133947906909lastn role=tabpanel aria-labelledby=tab-pane--5271803133947906909extreme_values--5271803133947906909lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=12> 12 </td><td>43461</td><td><div class=bar style=width:67.3%> 10.9% </div></td></tr><tr class><td title=11> 11 </td><td>64531</td><td><div class=bar style=width:100.0%> 16.2% </div></td></tr><tr class><td title=10> 10 </td><td>49554</td><td><div class=bar style=width:76.8%> 12.5% </div></td></tr><tr class><td title=9> 9 </td><td>40028</td><td><div class=bar style=width:62.0%> 10.1% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:41.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:41.6%> 6.7% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:43.9%> 7.1% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:35.1%> &nbsp; </div> 5.7% </td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_6233414543733019496 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Year><a href=#pp_var_6233414543733019496>Year</a><br><span class="fs-6 text-body-secondary">Categorical</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp <span class="badge text-bg-primary">Imbalance</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">2</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><div class=row id=minifreqtable><div class=table-responsive><table class="mini freq table-0"><tr class><th width=10%> 2011 </th><td width=10%><div class=bar style=width:100.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> 371727&nbsp; </div></td></tr><tr class><th width=10%> 2010 </th><td width=10%><div class=bar style=width:7.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 26157 </td></tr></table></div></div></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom-6233414543733019496, #minifreqtable6233414543733019496" aria-expanded=true aria-controls="#bottom-6233414543733019496, #minifreqtable6233414543733019496"> More details </button></div><div id=bottom-6233414543733019496 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-6233414543733019496bottom-6233414543733019496overview data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496bottom-6233414543733019496overview type=button role=tab aria-controls=tab-pane-6233414543733019496bottom-6233414543733019496overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496bottom-6233414543733019496string data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496bottom-6233414543733019496string type=button role=tab aria-controls=tab-pane-6233414543733019496bottom-6233414543733019496string aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496bottom-6233414543733019496word data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496bottom-6233414543733019496word type=button role=tab aria-controls=tab-pane-6233414543733019496bottom-6233414543733019496word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496bottom-6233414543733019496characters data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496bottom-6233414543733019496characters type=button role=tab aria-controls=tab-pane-6233414543733019496bottom-6233414543733019496characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-6233414543733019496bottom-6233414543733019496overview role=tabpanel aria-labelledby=tab-pane-6233414543733019496bottom-6233414543733019496overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">4</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">1591536</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">3</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">0 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.0%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">2010</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-6233414543733019496bottom-6233414543733019496string role=tabpanel aria-labelledby=tab-pane-6233414543733019496bottom-6233414543733019496string><div class="row item"><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Common Values</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2011> 2011 </td><td>371727</td><td><div class=bar style=width:100.0%> 93.4% </div></td></tr><tr class><td title=2010> 2010 </td><td>26157</td><td><div class=bar style=width:7.0%> &nbsp; </div> 6.6% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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style=width:100.0%> 93.4% </div></td></tr><tr class><td title=2010> 2010 </td><td>26157</td><td><div class=bar style=width:7.0%> &nbsp; </div> 6.6% </td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-6233414543733019496bottom-6233414543733019496characters role=tabpanel aria-labelledby=tab-pane-6233414543733019496bottom-6233414543733019496characters><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-6233414543733019496unicode-6233414543733019496characters data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496unicode-6233414543733019496characters type=button role=tab aria-controls=tab-pane-6233414543733019496unicode-6233414543733019496characters aria-selected=true>Characters</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496unicode-6233414543733019496categories data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496unicode-6233414543733019496categories type=button role=tab aria-controls=tab-pane-6233414543733019496unicode-6233414543733019496categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496unicode-6233414543733019496scripts data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496unicode-6233414543733019496scripts type=button role=tab aria-controls=tab-pane-6233414543733019496unicode-6233414543733019496scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6233414543733019496unicode-6233414543733019496blocks data-bs-toggle=tab data-bs-target=#tab-pane-6233414543733019496unicode-6233414543733019496blocks type=button role=tab aria-controls=tab-pane-6233414543733019496unicode-6233414543733019496blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-6233414543733019496unicode-6233414543733019496characters role=tabpanel aria-labelledby=tab-pane-6233414543733019496unicode-6233414543733019496characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>769611</td><td><div class=bar style=width:100.0%> 48.4% </div></td></tr><tr class><td title=0> 0 </td><td>424041</td><td><div class=bar style=width:55.1%> 26.6% </div></td></tr><tr class><td title=2> 2 </td><td>397884</td><td><div class=bar style=width:51.7%> 25.0% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane-6233414543733019496unicode-6233414543733019496categories 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</td></tr><tr class><td title=10.2> 10.2 </td><td>8028</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.0% </td></tr><tr class><td title=19.8> 19.8 </td><td>7625</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.9% </td></tr><tr class><td title=1.25> 1.25 </td><td>7552</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.9% </td></tr><tr class><td title=3.75> 3.75 </td><td>6847</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.7% </td></tr><tr class><td title=1.65> 1.65 </td><td>5751</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class><td title=10.5> 10.5 </td><td>5550</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class><td title=20.8> 20.8 </td><td>5524</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class=other><td title="Other values (2929)"> Other values (2929) </td><td>313261</td><td><div class=bar style=width:100.0%> 78.7% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-8970954908958164785bottom-8970954908958164785extreme_values role=tabpanel aria-labelledby=tab-pane-8970954908958164785bottom-8970954908958164785extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-8970954908958164785extreme_values-8970954908958164785firstn data-bs-toggle=tab data-bs-target=#tab-pane-8970954908958164785extreme_values-8970954908958164785firstn type=button role=tab aria-controls=tab-pane-8970954908958164785extreme_values-8970954908958164785firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-8970954908958164785extreme_values-8970954908958164785lastn data-bs-toggle=tab data-bs-target=#tab-pane-8970954908958164785extreme_values-8970954908958164785lastn type=button role=tab aria-controls=tab-pane-8970954908958164785extreme_values-8970954908958164785lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-8970954908958164785extreme_values-8970954908958164785firstn role=tabpanel aria-labelledby=tab-pane-8970954908958164785extreme_values-8970954908958164785firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0.001> 0.001 </td><td>4</td><td><div class=bar style=width:3.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.06> 0.06 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.08> 0.08 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.1> 0.1 </td><td>3</td><td><div class=bar style=width:2.8%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.12> 0.12 </td><td>24</td><td><div class=bar style=width:22.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.14> 0.14 </td><td>4</td><td><div class=bar style=width:3.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.16> 0.16 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.18> 0.18 </td><td>2</td><td><div class=bar style=width:1.8%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.19> 0.19 </td><td>95</td><td><div class=bar style=width:87.2%>< 0.1% </div></td></tr><tr class><td title=0.21> 0.21 </td><td>109</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-8970954908958164785extreme_values-8970954908958164785lastn role=tabpanel aria-labelledby=tab-pane-8970954908958164785extreme_values-8970954908958164785lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=168469.6> 168469.6 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=77183.6> 77183.6 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=38970> 38970 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=8142.75> 8142.75 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=7144.72> 7144.72 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=6539.4> 6539.4 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=4992> 4992 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4921.5> 4921.5 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4632> 4632 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4522.5> 4522.5 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div id=interactions class=section-header><h1 class=section-name>Interactions</h1></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-interactions-interactions_invoiceno data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_invoiceno type=button role=tab aria-controls=tab-pane-interactions-interactions_invoiceno aria-selected=true>InvoiceNo</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_quantity data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_quantity type=button role=tab aria-controls=tab-pane-interactions-interactions_quantity aria-selected=false>Quantity</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_unitprice data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_unitprice type=button role=tab aria-controls=tab-pane-interactions-interactions_unitprice aria-selected=false>UnitPrice</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_customerid data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_customerid type=button role=tab aria-controls=tab-pane-interactions-interactions_customerid aria-selected=false>CustomerID</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_hour data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_hour type=button role=tab aria-controls=tab-pane-interactions-interactions_hour aria-selected=false>Hour</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_day data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_day type=button role=tab aria-controls=tab-pane-interactions-interactions_day aria-selected=false>Day</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_month data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_month type=button role=tab aria-controls=tab-pane-interactions-interactions_month aria-selected=false>Month</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_totalamount data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_totalamount type=button role=tab aria-controls=tab-pane-interactions-interactions_totalamount aria-selected=false>TotalAmount</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-interactions-interactions_invoiceno role=tabpanel aria-labelledby=tab-pane-interactions-interactions_invoiceno><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-interactions_invoiceno-interactions_invoiceno_totalamount data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_totalamount type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_totalamount aria-selected=true>TotalAmount</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_invoiceno data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_invoiceno type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_invoiceno aria-selected=false>InvoiceNo</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_quantity data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_quantity type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_quantity aria-selected=false>Quantity</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_unitprice data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_unitprice type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_unitprice aria-selected=false>UnitPrice</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_customerid data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_customerid type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_customerid aria-selected=false>CustomerID</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_hour data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_hour type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_hour aria-selected=false>Hour</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_day data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_day type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_day aria-selected=false>Day</button></li><li class=nav-item role=presentation><button class="nav-link " 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" clip-path=url(#p07c1ee0986) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g></g></g><defs><clippath id=p07c1ee0986><rect x=72 y=86.4 width=576 height=144 /></clippath></defs></svg><div class="caption text-center text-body-secondary"> Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. </div></div></div></div></div></div><div id=sample class=section-header><h1 class=section-name>Sample</h1></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-sample-head data-bs-toggle=tab data-bs-target=#tab-pane-sample-head type=button role=tab aria-controls=tab-pane-sample-head aria-selected=true>First rows</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-sample-tail data-bs-toggle=tab data-bs-target=#tab-pane-sample-tail type=button role=tab aria-controls=tab-pane-sample-tail aria-selected=false>Last rows</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-sample-head role=tabpanel aria-labelledby=tab-pane-sample-head><div class="row item"><div id=sample-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>StockCode</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th></tr></thead><tbody><tr><th>0</th><td>536365</td><td>85123A</td><td>WHITE HANGING HEART T-LIGHT HOLDER</td><td>6</td><td>2010-12-01 08:26:00</td><td>2.55</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>15.30</td></tr><tr><th>1</th><td>536365</td><td>71053</td><td>WHITE METAL LANTERN</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>2</th><td>536365</td><td>84406B</td><td>CREAM CUPID HEARTS COAT HANGER</td><td>8</td><td>2010-12-01 08:26:00</td><td>2.75</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>22.00</td></tr><tr><th>3</th><td>536365</td><td>84029G</td><td>KNITTED UNION FLAG HOT WATER BOTTLE</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>4</th><td>536365</td><td>84029E</td><td>RED WOOLLY HOTTIE WHITE HEART.</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>5</th><td>536365</td><td>22752</td><td>SET 7 BABUSHKA NESTING BOXES</td><td>2</td><td>2010-12-01 08:26:00</td><td>7.65</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>15.30</td></tr><tr><th>6</th><td>536365</td><td>21730</td><td>GLASS STAR FROSTED T-LIGHT HOLDER</td><td>6</td><td>2010-12-01 08:26:00</td><td>4.25</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>25.50</td></tr><tr><th>7</th><td>536366</td><td>22633</td><td>HAND WARMER UNION JACK</td><td>6</td><td>2010-12-01 08:28:00</td><td>1.85</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>11.10</td></tr><tr><th>8</th><td>536366</td><td>22632</td><td>HAND WARMER RED POLKA DOT</td><td>6</td><td>2010-12-01 08:28:00</td><td>1.85</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>11.10</td></tr><tr><th>9</th><td>536367</td><td>84879</td><td>ASSORTED COLOUR BIRD ORNAMENT</td><td>32</td><td>2010-12-01 08:34:00</td><td>1.69</td><td>13047.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>54.08</td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane-sample-tail role=tabpanel aria-labelledby=tab-pane-sample-tail><div class="row item"><div id=sample-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>StockCode</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th></tr></thead><tbody><tr><th>541899</th><td>581587</td><td>22726</td><td>ALARM CLOCK BAKELIKE GREEN</td><td>4</td><td>2011-12-09 12:50:00</td><td>3.75</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.00</td></tr><tr><th>541900</th><td>581587</td><td>22730</td><td>ALARM CLOCK BAKELIKE IVORY</td><td>4</td><td>2011-12-09 12:50:00</td><td>3.75</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.00</td></tr><tr><th>541901</th><td>581587</td><td>22367</td><td>CHILDRENS APRON SPACEBOY DESIGN</td><td>8</td><td>2011-12-09 12:50:00</td><td>1.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.60</td></tr><tr><th>541902</th><td>581587</td><td>22629</td><td>SPACEBOY LUNCH BOX</td><td>12</td><td>2011-12-09 12:50:00</td><td>1.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>23.40</td></tr><tr><th>541903</th><td>581587</td><td>23256</td><td>CHILDRENS CUTLERY SPACEBOY</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541904</th><td>581587</td><td>22613</td><td>PACK OF 20 SPACEBOY NAPKINS</td><td>12</td><td>2011-12-09 12:50:00</td><td>0.85</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>10.20</td></tr><tr><th>541905</th><td>581587</td><td>22899</td><td>CHILDREN'S APRON DOLLY GIRL</td><td>6</td><td>2011-12-09 12:50:00</td><td>2.10</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>12.60</td></tr><tr><th>541906</th><td>581587</td><td>23254</td><td>CHILDRENS CUTLERY DOLLY GIRL</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541907</th><td>581587</td><td>23255</td><td>CHILDRENS CUTLERY CIRCUS PARADE</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541908</th><td>581587</td><td>22138</td><td>BAKING SET 9 PIECE RETROSPOT</td><td>3</td><td>2011-12-09 12:50:00</td><td>4.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>14.85</td></tr></tbody></table></div></div></div></div></div></div></div><div id=duplicate class=section-header><h1 class=section-name>Duplicate rows</h1></div><div class=section-items><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Most frequently occurring</h4><div id=duplicate-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe duplicate table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th><th># duplicates</th></tr></thead><tbody><tr><th>1612</th><td>555524</td><td>PINK REGENCY TEACUP AND SAUCER</td><td>1</td><td>2011-06-05 11:37:00</td><td>2.95</td><td>16923.0</td><td>United Kingdom</td><td>11</td><td>5</td><td>6</td><td>2011</td><td>2.95</td><td>20</td></tr><tr><th>1611</th><td>555524</td><td>GREEN REGENCY TEACUP AND SAUCER</td><td>1</td><td>2011-06-05 11:37:00</td><td>2.95</td><td>16923.0</td><td>United Kingdom</td><td>11</td><td>5</td><td>6</td><td>2011</td><td>2.95</td><td>12</td></tr><tr><th>3194</th><td>572861</td><td>PURPLE DRAWERKNOB ACRYLIC EDWARDIAN</td><td>12</td><td>2011-10-26 12:46:00</td><td>1.25</td><td>14102.0</td><td>United Kingdom</td><td>12</td><td>26</td><td>10</td><td>2011</td><td>15.00</td><td>8</td></tr><tr><th>345</th><td>538514</td><td>BATH BUILDING BLOCK WORD</td><td>1</td><td>2010-12-12 14:27:00</td><td>5.95</td><td>15044.0</td><td>United Kingdom</td><td>14</td><td>12</td><td>12</td><td>2010</td><td>5.95</td><td>6</td></tr><tr><th>478</th><td>540524</td><td>BATH BUILDING BLOCK WORD</td><td>1</td><td>2011-01-09 12:53:00</td><td>5.95</td><td>16735.0</td><td>United Kingdom</td><td>12</td><td>9</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>535</th><td>541266</td><td>HOME BUILDING BLOCK WORD</td><td>1</td><td>2011-01-16 16:25:00</td><td>5.95</td><td>15673.0</td><td>United Kingdom</td><td>16</td><td>16</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>536</th><td>541266</td><td>LOVE BUILDING BLOCK WORD</td><td>1</td><td>2011-01-16 16:25:00</td><td>5.95</td><td>15673.0</td><td>United Kingdom</td><td>16</td><td>16</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>1089</th><td>547651</td><td>METAL SIGN,CUPCAKE SINGLE HOOK</td><td>1</td><td>2011-03-24 12:11:00</td><td>1.25</td><td>16904.0</td><td>United Kingdom</td><td>12</td><td>24</td><td>3</td><td>2011</td><td>1.25</td><td>6</td></tr><tr><th>3140</th><td>572344</td><td>Manual</td><td>48</td><td>2011-10-24 10:43:00</td><td>1.50</td><td>14607.0</td><td>United Kingdom</td><td>10</td><td>24</td><td>10</td><td>2011</td><td>72.00</td><td>6</td></tr><tr><th>4233</th><td>578289</td><td>BELLE JARDINIERE CUSHION COVER</td><td>1</td><td>2011-11-23 14:07:00</td><td>3.75</td><td>17841.0</td><td>United Kingdom</td><td>14</td><td>23</td><td>11</td><td>2011</td><td>3.75</td><td>6</td></tr></tbody></table></div></div></div></div></div></div></div><footer><div class=container-fluid><div class=row><p class="text-body-secondary text-center">Report generated by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=pandasprofiling&utm_campaign=report">YData</a>.</p></div></div></footer><script>
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n=t>i?at:lt;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&N.on(this._element,ft,(t=>this._keydown(t))),"hover"===this._config.pause&&(N.on(this._element,pt,(()=>this.pause())),N.on(this._element,mt,(()=>this._maybeEnableCycle()))),this._config.touch&&st.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of z.find(".carousel-item img",this._element))N.on(t,gt,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(ct)),rightCallback:()=>this._slide(this._directionToOrder(ht)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new st(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=Tt[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=z.findOne(wt,this._indicatorsElement);e.classList.remove(yt),e.removeAttribute("aria-current");const i=z.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(yt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===at,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const 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vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:Me,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",ji=p()?"top-end":"top-start",Mi=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Mi:ji:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,jn=`hide${xn}`,Mn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,jn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,Mn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,Mn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const 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